WiGesture
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Gesture Recognition | WiGesture Dataset | Accuracy99.48 | 73 | |
| People Identification | WiGesture (in-domain) | Accuracy99.97 | 9 | |
| People Identification | WiGesture Zero-Shot | Accuracy72.79 | 8 | |
| Gesture Recognition | WiGesture Zero-Shot | Accuracy64.81 | 8 | |
| CSI Prediction | WiGesture | MSE3.2942 | 8 | |
| People Identification | WiGesture Cross Domain (test) | Accuracy93.01 | 7 | |
| Gesture Recognition | WiGesture Cross Domain (test) | Accuracy91.72 | 7 | |
| People Identification | WiGesture New Class (test) | Accuracy86.58 | 6 | |
| Gesture Recognition | WiGesture New Class (test) | Accuracy84.75 | 6 | |
| CSI Recovery | WiGesture (test) | MSE2.08 | 5 | |
| CSI Recovery | WiGesture | MSE1.7326 | 4 | |
| Person Identification | WiGesture Dataset | Accuracy99.73 | 4 |
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